Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 2113 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 379.8 KiB |
| Average record size in memory | 184.1 B |
Variable types
| Numeric | 20 |
|---|---|
| Categorical | 3 |
baseline value is highly correlated with histogram_mode and 2 other fields | High correlation |
light_decelerations is highly correlated with mean_value_of_short_term_variability and 4 other fields | High correlation |
prolongued_decelerations is highly correlated with histogram_variance | High correlation |
mean_value_of_short_term_variability is highly correlated with light_decelerations and 4 other fields | High correlation |
histogram_width is highly correlated with light_decelerations and 5 other fields | High correlation |
histogram_min is highly correlated with light_decelerations and 4 other fields | High correlation |
histogram_max is highly correlated with histogram_width and 1 other fields | High correlation |
histogram_number_of_peaks is highly correlated with mean_value_of_short_term_variability and 3 other fields | High correlation |
histogram_mode is highly correlated with baseline value and 2 other fields | High correlation |
histogram_mean is highly correlated with baseline value and 3 other fields | High correlation |
histogram_median is highly correlated with baseline value and 2 other fields | High correlation |
histogram_variance is highly correlated with light_decelerations and 4 other fields | High correlation |
baseline value is highly correlated with histogram_mode and 2 other fields | High correlation |
light_decelerations is highly correlated with mean_value_of_short_term_variability and 3 other fields | High correlation |
abnormal_short_term_variability is highly correlated with mean_value_of_short_term_variability | High correlation |
mean_value_of_short_term_variability is highly correlated with light_decelerations and 6 other fields | High correlation |
percentage_of_time_with_abnormal_long_term_variability is highly correlated with mean_value_of_short_term_variability and 2 other fields | High correlation |
histogram_width is highly correlated with light_decelerations and 6 other fields | High correlation |
histogram_min is highly correlated with light_decelerations and 4 other fields | High correlation |
histogram_max is highly correlated with histogram_width and 2 other fields | High correlation |
histogram_number_of_peaks is highly correlated with mean_value_of_short_term_variability and 4 other fields | High correlation |
histogram_mode is highly correlated with baseline value and 2 other fields | High correlation |
histogram_mean is highly correlated with baseline value and 2 other fields | High correlation |
histogram_median is highly correlated with baseline value and 2 other fields | High correlation |
histogram_variance is highly correlated with light_decelerations and 6 other fields | High correlation |
baseline value is highly correlated with histogram_mode and 2 other fields | High correlation |
light_decelerations is highly correlated with histogram_variance | High correlation |
mean_value_of_short_term_variability is highly correlated with percentage_of_time_with_abnormal_long_term_variability and 3 other fields | High correlation |
percentage_of_time_with_abnormal_long_term_variability is highly correlated with mean_value_of_short_term_variability and 1 other fields | High correlation |
histogram_width is highly correlated with mean_value_of_short_term_variability and 3 other fields | High correlation |
histogram_min is highly correlated with mean_value_of_short_term_variability and 3 other fields | High correlation |
histogram_number_of_peaks is highly correlated with histogram_width and 1 other fields | High correlation |
histogram_mode is highly correlated with baseline value and 2 other fields | High correlation |
histogram_mean is highly correlated with baseline value and 2 other fields | High correlation |
histogram_median is highly correlated with baseline value and 2 other fields | High correlation |
histogram_variance is highly correlated with light_decelerations and 4 other fields | High correlation |
baseline value is highly correlated with histogram_median and 6 other fields | High correlation |
histogram_median is highly correlated with baseline value and 9 other fields | High correlation |
histogram_number_of_peaks is highly correlated with histogram_min and 2 other fields | High correlation |
fetal_health is highly correlated with histogram_median and 6 other fields | High correlation |
histogram_tendency is highly correlated with histogram_median and 1 other fields | High correlation |
severe_decelerations is highly correlated with histogram_median and 2 other fields | High correlation |
mean_value_of_long_term_variability is highly correlated with mean_value_of_short_term_variability | High correlation |
light_decelerations is highly correlated with histogram_min and 4 other fields | High correlation |
histogram_min is highly correlated with baseline value and 10 other fields | High correlation |
df_index is highly correlated with baseline value and 8 other fields | High correlation |
mean_value_of_short_term_variability is highly correlated with histogram_number_of_peaks and 8 other fields | High correlation |
percentage_of_time_with_abnormal_long_term_variability is highly correlated with fetal_health and 3 other fields | High correlation |
histogram_mean is highly correlated with baseline value and 11 other fields | High correlation |
abnormal_short_term_variability is highly correlated with baseline value and 8 other fields | High correlation |
histogram_mode is highly correlated with baseline value and 10 other fields | High correlation |
histogram_width is highly correlated with baseline value and 9 other fields | High correlation |
uterine_contractions is highly correlated with df_index | High correlation |
histogram_variance is highly correlated with light_decelerations and 6 other fields | High correlation |
prolongued_decelerations is highly correlated with histogram_median and 4 other fields | High correlation |
histogram_max is highly correlated with histogram_mode and 1 other fields | High correlation |
df_index is uniformly distributed | Uniform |
df_index has unique values | Unique |
accelerations has 886 (41.9%) zeros | Zeros |
fetal_movement has 1302 (61.6%) zeros | Zeros |
uterine_contractions has 323 (15.3%) zeros | Zeros |
light_decelerations has 1218 (57.6%) zeros | Zeros |
prolongued_decelerations has 1935 (91.6%) zeros | Zeros |
percentage_of_time_with_abnormal_long_term_variability has 1235 (58.4%) zeros | Zeros |
mean_value_of_long_term_variability has 137 (6.5%) zeros | Zeros |
histogram_number_of_peaks has 107 (5.1%) zeros | Zeros |
histogram_number_of_zeroes has 1611 (76.2%) zeros | Zeros |
histogram_variance has 186 (8.8%) zeros | Zeros |
Reproduction
| Analysis started | 2021-07-28 15:47:19.411317 |
|---|---|
| Analysis finished | 2021-07-28 15:48:44.276477 |
| Duration | 1 minute and 24.87 seconds |
| Software version | pandas-profiling v3.0.0 |
| Download configuration | config.json |
| Distinct | 2113 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1064.640322 |
| Minimum | 0 |
|---|---|
| Maximum | 2125 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 106.6 |
| Q1 | 533 |
| median | 1065 |
| Q3 | 1597 |
| 95-th percentile | 2019.4 |
| Maximum | 2125 |
| Range | 2125 |
| Interquartile range (IQR) | 1064 |
Descriptive statistics
| Standard deviation | 614.3049652 |
|---|---|
| Coefficient of variation (CV) | 0.5770070442 |
| Kurtosis | -1.202061953 |
| Mean | 1064.640322 |
| Median Absolute Deviation (MAD) | 532 |
| Skewness | -0.004772609455 |
| Sum | 2249585 |
| Variance | 377370.5903 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 621 | 1 | < 0.1% |
| 649 | 1 | < 0.1% |
| 647 | 1 | < 0.1% |
| 645 | 1 | < 0.1% |
| 643 | 1 | < 0.1% |
| 641 | 1 | < 0.1% |
| 639 | 1 | < 0.1% |
| 637 | 1 | < 0.1% |
| 635 | 1 | < 0.1% |
| Other values (2103) | 2103 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 2125 | 1 | |
| 2124 | 1 | |
| 2123 | 1 | |
| 2122 | 1 | |
| 2121 | 1 | |
| 2120 | 1 | |
| 2119 | 1 | |
| 2118 | 1 | |
| 2117 | 1 | |
| 2116 | 1 |
baseline value
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 48 |
|---|---|
| Distinct (%) | 2.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 133.3047799 |
| Minimum | 106 |
|---|---|
| Maximum | 160 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 106 |
|---|---|
| 5-th percentile | 119 |
| Q1 | 126 |
| median | 133 |
| Q3 | 140 |
| 95-th percentile | 149 |
| Maximum | 160 |
| Range | 54 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 9.837450707 |
|---|---|
| Coefficient of variation (CV) | 0.0737966839 |
| Kurtosis | -0.2820935819 |
| Mean | 133.3047799 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.01975960793 |
| Sum | 281673 |
| Variance | 96.77543642 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 133 | 136 | 6.4% |
| 130 | 111 | 5.3% |
| 122 | 106 | 5.0% |
| 138 | 102 | 4.8% |
| 125 | 91 | 4.3% |
| 128 | 85 | 4.0% |
| 120 | 78 | 3.7% |
| 142 | 77 | 3.6% |
| 144 | 76 | 3.6% |
| 132 | 76 | 3.6% |
| Other values (38) | 1175 |
| Value | Count | Frequency (%) |
| 106 | 7 | 0.3% |
| 110 | 21 | 1.0% |
| 112 | 16 | 0.8% |
| 114 | 11 | 0.5% |
| 115 | 28 | 1.3% |
| 116 | 5 | 0.2% |
| 117 | 2 | 0.1% |
| 118 | 9 | 0.4% |
| 119 | 17 | 0.8% |
| 120 | 78 |
| Value | Count | Frequency (%) |
| 160 | 1 | < 0.1% |
| 159 | 12 | |
| 158 | 10 | 0.5% |
| 157 | 4 | 0.2% |
| 156 | 4 | 0.2% |
| 154 | 8 | 0.4% |
| 152 | 17 | |
| 151 | 14 | |
| 150 | 26 | |
| 149 | 18 |
| Distinct | 20 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.003188357785 |
| Minimum | 0 |
|---|---|
| Maximum | 0.019 |
| Zeros | 886 |
| Zeros (%) | 41.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.002 |
| Q3 | 0.006 |
| 95-th percentile | 0.011 |
| Maximum | 0.019 |
| Range | 0.019 |
| Interquartile range (IQR) | 0.006 |
Descriptive statistics
| Standard deviation | 0.00387133463 |
|---|---|
| Coefficient of variation (CV) | 1.2142096 |
| Kurtosis | 0.7536530251 |
| Mean | 0.003188357785 |
| Median Absolute Deviation (MAD) | 0.002 |
| Skewness | 1.200207435 |
| Sum | 6.737 |
| Variance | 1.498723182 × 10-5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 886 | |
| 0.002 | 159 | 7.5% |
| 0.003 | 159 | 7.5% |
| 0.001 | 143 | 6.8% |
| 0.004 | 117 | 5.5% |
| 0.006 | 112 | 5.3% |
| 0.005 | 109 | 5.2% |
| 0.008 | 103 | 4.9% |
| 0.007 | 90 | 4.3% |
| 0.009 | 60 | 2.8% |
| Other values (10) | 175 | 8.3% |
| Value | Count | Frequency (%) |
| 0 | 886 | |
| 0.001 | 143 | 6.8% |
| 0.002 | 159 | 7.5% |
| 0.003 | 159 | 7.5% |
| 0.004 | 117 | 5.5% |
| 0.005 | 109 | 5.2% |
| 0.006 | 112 | 5.3% |
| 0.007 | 90 | 4.3% |
| 0.008 | 103 | 4.9% |
| 0.009 | 60 | 2.8% |
| Value | Count | Frequency (%) |
| 0.019 | 1 | < 0.1% |
| 0.018 | 2 | 0.1% |
| 0.017 | 4 | 0.2% |
| 0.016 | 7 | 0.3% |
| 0.015 | 9 | 0.4% |
| 0.014 | 20 | 0.9% |
| 0.013 | 22 | |
| 0.012 | 24 | |
| 0.011 | 36 | |
| 0.01 | 50 |
| Distinct | 102 |
|---|---|
| Distinct (%) | 4.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.009517274018 |
| Minimum | 0 |
|---|---|
| Maximum | 0.481 |
| Zeros | 1302 |
| Zeros (%) | 61.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.003 |
| 95-th percentile | 0.0284 |
| Maximum | 0.481 |
| Range | 0.481 |
| Interquartile range (IQR) | 0.003 |
Descriptive statistics
| Standard deviation | 0.04680375707 |
|---|---|
| Coefficient of variation (CV) | 4.917769204 |
| Kurtosis | 63.85742334 |
| Mean | 0.009517274018 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.788014178 |
| Sum | 20.11 |
| Variance | 0.002190591676 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1302 | |
| 0.001 | 164 | 7.8% |
| 0.002 | 112 | 5.3% |
| 0.003 | 87 | 4.1% |
| 0.004 | 48 | 2.3% |
| 0.005 | 36 | 1.7% |
| 0.006 | 31 | 1.5% |
| 0.007 | 28 | 1.3% |
| 0.009 | 25 | 1.2% |
| 0.01 | 25 | 1.2% |
| Other values (92) | 255 | 12.1% |
| Value | Count | Frequency (%) |
| 0 | 1302 | |
| 0.001 | 164 | 7.8% |
| 0.002 | 112 | 5.3% |
| 0.003 | 87 | 4.1% |
| 0.004 | 48 | 2.3% |
| 0.005 | 36 | 1.7% |
| 0.006 | 31 | 1.5% |
| 0.007 | 28 | 1.3% |
| 0.008 | 25 | 1.2% |
| 0.009 | 25 | 1.2% |
| Value | Count | Frequency (%) |
| 0.481 | 1 | |
| 0.477 | 1 | |
| 0.47 | 1 | |
| 0.469 | 1 | |
| 0.455 | 1 | |
| 0.451 | 1 | |
| 0.446 | 1 | |
| 0.443 | 1 | |
| 0.441 | 1 | |
| 0.43 | 1 |
| Distinct | 16 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.004387127307 |
| Minimum | 0 |
|---|---|
| Maximum | 0.015 |
| Zeros | 323 |
| Zeros (%) | 15.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.002 |
| median | 0.005 |
| Q3 | 0.007 |
| 95-th percentile | 0.009 |
| Maximum | 0.015 |
| Range | 0.015 |
| Interquartile range (IQR) | 0.005 |
Descriptive statistics
| Standard deviation | 0.002940647883 |
|---|---|
| Coefficient of variation (CV) | 0.6702900731 |
| Kurtosis | -0.6284943424 |
| Mean | 0.004387127307 |
| Median Absolute Deviation (MAD) | 0.002 |
| Skewness | 0.1542946258 |
| Sum | 9.27 |
| Variance | 8.647409973 × 10-6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 323 | |
| 0.005 | 290 | |
| 0.004 | 242 | |
| 0.006 | 231 | |
| 0.007 | 216 | |
| 0.003 | 211 | |
| 0.008 | 160 | |
| 0.002 | 159 | |
| 0.001 | 118 | 5.6% |
| 0.009 | 82 | 3.9% |
| Other values (6) | 81 | 3.8% |
| Value | Count | Frequency (%) |
| 0 | 323 | |
| 0.001 | 118 | 5.6% |
| 0.002 | 159 | |
| 0.003 | 211 | |
| 0.004 | 242 | |
| 0.005 | 290 | |
| 0.006 | 231 | |
| 0.007 | 216 | |
| 0.008 | 160 | |
| 0.009 | 82 | 3.9% |
| Value | Count | Frequency (%) |
| 0.015 | 1 | < 0.1% |
| 0.014 | 2 | 0.1% |
| 0.013 | 2 | 0.1% |
| 0.012 | 11 | 0.5% |
| 0.011 | 16 | 0.8% |
| 0.01 | 49 | 2.3% |
| 0.009 | 82 | 3.9% |
| 0.008 | 160 | |
| 0.007 | 216 | |
| 0.006 | 231 |
light_decelerations
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 16 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0019010885 |
| Minimum | 0 |
|---|---|
| Maximum | 0.015 |
| Zeros | 1218 |
| Zeros (%) | 57.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.003 |
| 95-th percentile | 0.008 |
| Maximum | 0.015 |
| Range | 0.015 |
| Interquartile range (IQR) | 0.003 |
Descriptive statistics
| Standard deviation | 0.002965579647 |
|---|---|
| Coefficient of variation (CV) | 1.559937713 |
| Kurtosis | 2.483414983 |
| Mean | 0.0019010885 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.709469521 |
| Sum | 4.017 |
| Variance | 8.79466264 × 10-6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1218 | |
| 0.001 | 163 | 7.7% |
| 0.003 | 118 | 5.6% |
| 0.002 | 115 | 5.4% |
| 0.004 | 114 | 5.4% |
| 0.005 | 107 | 5.1% |
| 0.006 | 74 | 3.5% |
| 0.008 | 55 | 2.6% |
| 0.007 | 54 | 2.6% |
| 0.009 | 37 | 1.8% |
| Other values (6) | 58 | 2.7% |
| Value | Count | Frequency (%) |
| 0 | 1218 | |
| 0.001 | 163 | 7.7% |
| 0.002 | 115 | 5.4% |
| 0.003 | 118 | 5.6% |
| 0.004 | 114 | 5.4% |
| 0.005 | 107 | 5.1% |
| 0.006 | 74 | 3.5% |
| 0.007 | 54 | 2.6% |
| 0.008 | 55 | 2.6% |
| 0.009 | 37 | 1.8% |
| Value | Count | Frequency (%) |
| 0.015 | 3 | 0.1% |
| 0.014 | 7 | 0.3% |
| 0.013 | 8 | 0.4% |
| 0.012 | 12 | 0.6% |
| 0.011 | 13 | 0.6% |
| 0.01 | 15 | 0.7% |
| 0.009 | 37 | |
| 0.008 | 55 | |
| 0.007 | 54 | |
| 0.006 | 74 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 123.9 KiB |
| 0.0 | |
|---|---|
| 0.001 | 7 |
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 3.006625651 |
| Min length | 3 |
Characters and Unicode
| Total characters | 6353 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 2106 | |
| 0.001 | 7 | 0.3% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 2106 | |
| 0.001 | 7 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4233 | |
| . | 2113 | |
| 1 | 7 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 4240 | |
| Other Punctuation | 2113 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 4233 | |
| 1 | 7 | 0.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 2113 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 6353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 4233 | |
| . | 2113 | |
| 1 | 7 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 4233 | |
| . | 2113 | |
| 1 | 7 | 0.1% |
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0001594888784 |
| Minimum | 0 |
|---|---|
| Maximum | 0.005 |
| Zeros | 1935 |
| Zeros (%) | 91.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.002 |
| Maximum | 0.005 |
| Range | 0.005 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.0005916288859 |
|---|---|
| Coefficient of variation (CV) | 3.70953067 |
| Kurtosis | 20.36468771 |
| Mean | 0.0001594888784 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.308787183 |
| Sum | 0.337 |
| Variance | 3.500247386 × 10-7 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1935 | |
| 0.002 | 72 | 3.4% |
| 0.001 | 70 | 3.3% |
| 0.003 | 24 | 1.1% |
| 0.004 | 9 | 0.4% |
| 0.005 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1935 | |
| 0.001 | 70 | 3.3% |
| 0.002 | 72 | 3.4% |
| 0.003 | 24 | 1.1% |
| 0.004 | 9 | 0.4% |
| 0.005 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 0.005 | 3 | 0.1% |
| 0.004 | 9 | 0.4% |
| 0.003 | 24 | 1.1% |
| 0.002 | 72 | 3.4% |
| 0.001 | 70 | 3.3% |
| 0 | 1935 |
| Distinct | 75 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.99384761 |
| Minimum | 12 |
|---|---|
| Maximum | 87 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 12 |
|---|---|
| 5-th percentile | 21 |
| Q1 | 32 |
| median | 49 |
| Q3 | 61 |
| 95-th percentile | 75 |
| Maximum | 87 |
| Range | 75 |
| Interquartile range (IQR) | 29 |
Descriptive statistics
| Standard deviation | 17.17778196 |
|---|---|
| Coefficient of variation (CV) | 0.3655325715 |
| Kurtosis | -1.051458051 |
| Mean | 46.99384761 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | -0.01186307275 |
| Sum | 99298 |
| Variance | 295.0761932 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 60 | 62 | 2.9% |
| 58 | 61 | 2.9% |
| 65 | 59 | 2.8% |
| 64 | 58 | 2.7% |
| 63 | 58 | 2.7% |
| 61 | 57 | 2.7% |
| 51 | 54 | 2.6% |
| 62 | 50 | 2.4% |
| 22 | 48 | 2.3% |
| 25 | 46 | 2.2% |
| Other values (65) | 1560 |
| Value | Count | Frequency (%) |
| 12 | 2 | 0.1% |
| 13 | 7 | 0.3% |
| 14 | 4 | 0.2% |
| 15 | 4 | 0.2% |
| 16 | 12 | 0.6% |
| 17 | 13 | 0.6% |
| 18 | 10 | 0.5% |
| 19 | 16 | |
| 20 | 27 | |
| 21 | 33 |
| Value | Count | Frequency (%) |
| 87 | 1 | < 0.1% |
| 86 | 4 | 0.2% |
| 84 | 6 | 0.3% |
| 83 | 4 | 0.2% |
| 82 | 2 | 0.1% |
| 81 | 7 | 0.3% |
| 80 | 7 | 0.3% |
| 79 | 15 | |
| 78 | 19 | |
| 77 | 15 |
mean_value_of_short_term_variability
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 57 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.335021297 |
| Minimum | 0.2 |
|---|---|
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 0.2 |
|---|---|
| 5-th percentile | 0.3 |
| Q1 | 0.7 |
| median | 1.2 |
| Q3 | 1.7 |
| 95-th percentile | 3 |
| Maximum | 7 |
| Range | 6.8 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.8843677184 |
|---|---|
| Coefficient of variation (CV) | 0.6624371616 |
| Kurtosis | 4.688735107 |
| Mean | 1.335021297 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | 1.656144394 |
| Sum | 2820.9 |
| Variance | 0.7821062614 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.8 | 122 | 5.8% |
| 1.3 | 121 | 5.7% |
| 0.5 | 120 | 5.7% |
| 0.4 | 118 | 5.6% |
| 0.7 | 117 | 5.5% |
| 0.6 | 113 | 5.3% |
| 0.9 | 112 | 5.3% |
| 1.2 | 106 | 5.0% |
| 1.5 | 100 | 4.7% |
| 1 | 99 | 4.7% |
| Other values (47) | 985 |
| Value | Count | Frequency (%) |
| 0.2 | 46 | 2.2% |
| 0.3 | 84 | |
| 0.4 | 118 | |
| 0.5 | 120 | |
| 0.6 | 113 | |
| 0.7 | 117 | |
| 0.8 | 122 | |
| 0.9 | 112 | |
| 1 | 99 | |
| 1.1 | 97 |
| Value | Count | Frequency (%) |
| 7 | 1 | |
| 6.9 | 1 | |
| 6.3 | 2 | |
| 6 | 1 | |
| 5.9 | 1 | |
| 5.7 | 1 | |
| 5.4 | 2 | |
| 5.3 | 1 | |
| 5.2 | 1 | |
| 5 | 2 |
percentage_of_time_with_abnormal_long_term_variability
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 87 |
|---|---|
| Distinct (%) | 4.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.795078088 |
| Minimum | 0 |
|---|---|
| Maximum | 91 |
| Zeros | 1235 |
| Zeros (%) | 58.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 11 |
| 95-th percentile | 56 |
| Maximum | 91 |
| Range | 91 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 18.33707265 |
|---|---|
| Coefficient of variation (CV) | 1.872070083 |
| Kurtosis | 4.321165181 |
| Mean | 9.795078088 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.206038192 |
| Sum | 20697 |
| Variance | 336.2482333 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1235 | |
| 1 | 52 | 2.5% |
| 2 | 44 | 2.1% |
| 5 | 43 | 2.0% |
| 4 | 39 | 1.8% |
| 3 | 36 | 1.7% |
| 8 | 33 | 1.6% |
| 6 | 31 | 1.5% |
| 12 | 29 | 1.4% |
| 10 | 23 | 1.1% |
| Other values (77) | 548 |
| Value | Count | Frequency (%) |
| 0 | 1235 | |
| 1 | 52 | 2.5% |
| 2 | 44 | 2.1% |
| 3 | 36 | 1.7% |
| 4 | 39 | 1.8% |
| 5 | 43 | 2.0% |
| 6 | 31 | 1.5% |
| 7 | 22 | 1.0% |
| 8 | 33 | 1.6% |
| 9 | 22 | 1.0% |
| Value | Count | Frequency (%) |
| 91 | 4 | |
| 90 | 2 | 0.1% |
| 88 | 1 | < 0.1% |
| 86 | 1 | < 0.1% |
| 85 | 1 | < 0.1% |
| 84 | 6 | |
| 82 | 1 | < 0.1% |
| 81 | 2 | 0.1% |
| 79 | 1 | < 0.1% |
| 78 | 3 |
| Distinct | 249 |
|---|---|
| Distinct (%) | 11.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.166635116 |
| Minimum | 0 |
|---|---|
| Maximum | 50.7 |
| Zeros | 137 |
| Zeros (%) | 6.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4.6 |
| median | 7.4 |
| Q3 | 10.8 |
| 95-th percentile | 18.5 |
| Maximum | 50.7 |
| Range | 50.7 |
| Interquartile range (IQR) | 6.2 |
Descriptive statistics
| Standard deviation | 5.632911851 |
|---|---|
| Coefficient of variation (CV) | 0.689746973 |
| Kurtosis | 4.165552246 |
| Mean | 8.166635116 |
| Median Absolute Deviation (MAD) | 3.1 |
| Skewness | 1.343133347 |
| Sum | 17256.1 |
| Variance | 31.72969592 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 137 | 6.5% |
| 6.7 | 29 | 1.4% |
| 7.1 | 29 | 1.4% |
| 6.5 | 25 | 1.2% |
| 5.2 | 25 | 1.2% |
| 9.5 | 24 | 1.1% |
| 8.5 | 23 | 1.1% |
| 6.8 | 23 | 1.1% |
| 7.2 | 23 | 1.1% |
| 5.6 | 23 | 1.1% |
| Other values (239) | 1752 |
| Value | Count | Frequency (%) |
| 0 | 137 | |
| 0.1 | 4 | 0.2% |
| 0.2 | 4 | 0.2% |
| 0.3 | 9 | 0.4% |
| 0.4 | 6 | 0.3% |
| 0.5 | 11 | 0.5% |
| 0.6 | 3 | 0.1% |
| 0.7 | 4 | 0.2% |
| 0.8 | 1 | < 0.1% |
| 0.9 | 5 | 0.2% |
| Value | Count | Frequency (%) |
| 50.7 | 1 | |
| 41.8 | 1 | |
| 40.8 | 1 | |
| 36.9 | 1 | |
| 35.7 | 1 | |
| 34.7 | 1 | |
| 33.5 | 1 | |
| 29.6 | 1 | |
| 29.5 | 1 | |
| 29.3 | 1 |
histogram_width
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 154 |
|---|---|
| Distinct (%) | 7.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 70.53525793 |
| Minimum | 3 |
|---|---|
| Maximum | 180 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 16 |
| Q1 | 37 |
| median | 68 |
| Q3 | 100 |
| 95-th percentile | 138 |
| Maximum | 180 |
| Range | 177 |
| Interquartile range (IQR) | 63 |
Descriptive statistics
| Standard deviation | 39.00770626 |
|---|---|
| Coefficient of variation (CV) | 0.5530242237 |
| Kurtosis | -0.9072401844 |
| Mean | 70.53525793 |
| Median Absolute Deviation (MAD) | 32 |
| Skewness | 0.3110190028 |
| Sum | 149041 |
| Variance | 1521.601147 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 39 | 39 | 1.8% |
| 102 | 35 | 1.7% |
| 27 | 30 | 1.4% |
| 31 | 29 | 1.4% |
| 98 | 28 | 1.3% |
| 96 | 27 | 1.3% |
| 83 | 27 | 1.3% |
| 22 | 27 | 1.3% |
| 90 | 27 | 1.3% |
| 42 | 26 | 1.2% |
| Other values (144) | 1818 |
| Value | Count | Frequency (%) |
| 3 | 2 | 0.1% |
| 5 | 2 | 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 3 | 0.1% |
| 8 | 10 | |
| 9 | 6 | 0.3% |
| 10 | 9 | |
| 11 | 10 | |
| 12 | 20 | |
| 13 | 13 |
| Value | Count | Frequency (%) |
| 180 | 1 | < 0.1% |
| 176 | 6 | |
| 163 | 2 | 0.1% |
| 162 | 1 | < 0.1% |
| 161 | 5 | |
| 158 | 2 | 0.1% |
| 153 | 3 | 0.1% |
| 150 | 10 | |
| 149 | 11 | |
| 148 | 8 |
| Distinct | 109 |
|---|---|
| Distinct (%) | 5.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 93.56460009 |
| Minimum | 50 |
|---|---|
| Maximum | 159 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 50 |
|---|---|
| 5-th percentile | 51 |
| Q1 | 67 |
| median | 93 |
| Q3 | 120 |
| 95-th percentile | 139 |
| Maximum | 159 |
| Range | 109 |
| Interquartile range (IQR) | 53 |
Descriptive statistics
| Standard deviation | 29.56226922 |
|---|---|
| Coefficient of variation (CV) | 0.3159557054 |
| Kurtosis | -1.289706275 |
| Mean | 93.56460009 |
| Median Absolute Deviation (MAD) | 27 |
| Skewness | 0.1171852265 |
| Sum | 197702 |
| Variance | 873.9277614 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 50 | 76 | 3.6% |
| 52 | 50 | 2.4% |
| 120 | 48 | 2.3% |
| 71 | 47 | 2.2% |
| 60 | 45 | 2.1% |
| 68 | 43 | 2.0% |
| 67 | 41 | 1.9% |
| 103 | 37 | 1.8% |
| 51 | 36 | 1.7% |
| 62 | 35 | 1.7% |
| Other values (99) | 1655 |
| Value | Count | Frequency (%) |
| 50 | 76 | |
| 51 | 36 | |
| 52 | 50 | |
| 53 | 32 | |
| 54 | 27 | 1.3% |
| 55 | 20 | 0.9% |
| 56 | 19 | 0.9% |
| 57 | 22 | 1.0% |
| 58 | 21 | 1.0% |
| 59 | 17 | 0.8% |
| Value | Count | Frequency (%) |
| 159 | 1 | < 0.1% |
| 158 | 1 | < 0.1% |
| 156 | 1 | < 0.1% |
| 155 | 2 | 0.1% |
| 154 | 3 | 0.1% |
| 153 | 8 | |
| 152 | 4 | |
| 151 | 4 | |
| 150 | 3 | 0.1% |
| 149 | 2 | 0.1% |
| Distinct | 86 |
|---|---|
| Distinct (%) | 4.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 164.099858 |
| Minimum | 122 |
|---|---|
| Maximum | 238 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 122 |
|---|---|
| 5-th percentile | 138 |
| Q1 | 152 |
| median | 162 |
| Q3 | 174 |
| 95-th percentile | 198 |
| Maximum | 238 |
| Range | 116 |
| Interquartile range (IQR) | 22 |
Descriptive statistics
| Standard deviation | 17.94517548 |
|---|---|
| Coefficient of variation (CV) | 0.1093552163 |
| Kurtosis | 0.6354312197 |
| Mean | 164.099858 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 0.5755344148 |
| Sum | 346743 |
| Variance | 322.0293229 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 157 | 71 | 3.4% |
| 171 | 65 | 3.1% |
| 158 | 62 | 2.9% |
| 156 | 58 | 2.7% |
| 159 | 58 | 2.7% |
| 152 | 53 | 2.5% |
| 178 | 52 | 2.5% |
| 154 | 52 | 2.5% |
| 165 | 48 | 2.3% |
| 172 | 48 | 2.3% |
| Other values (76) | 1546 |
| Value | Count | Frequency (%) |
| 122 | 2 | 0.1% |
| 123 | 2 | 0.1% |
| 125 | 3 | 0.1% |
| 126 | 5 | |
| 127 | 2 | 0.1% |
| 128 | 4 | 0.2% |
| 129 | 10 | |
| 130 | 8 | |
| 131 | 7 | |
| 132 | 4 | 0.2% |
| Value | Count | Frequency (%) |
| 238 | 6 | 0.3% |
| 230 | 3 | 0.1% |
| 228 | 5 | 0.2% |
| 213 | 1 | < 0.1% |
| 211 | 5 | 0.2% |
| 210 | 4 | 0.2% |
| 205 | 1 | < 0.1% |
| 204 | 3 | 0.1% |
| 200 | 31 | |
| 199 | 20 |
histogram_number_of_peaks
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 18 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.077141505 |
| Minimum | 0 |
|---|---|
| Maximum | 18 |
| Zeros | 107 |
| Zeros (%) | 5.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 10 |
| Maximum | 18 |
| Range | 18 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.951664426 |
|---|---|
| Coefficient of variation (CV) | 0.7239543741 |
| Kurtosis | 0.4996022711 |
| Mean | 4.077141505 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.8898506714 |
| Sum | 8615 |
| Variance | 8.712322886 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 351 | |
| 2 | 329 | |
| 3 | 267 | |
| 4 | 257 | |
| 5 | 210 | |
| 6 | 158 | |
| 7 | 143 | |
| 0 | 107 | 5.1% |
| 8 | 106 | 5.0% |
| 9 | 67 | 3.2% |
| Other values (8) | 118 | 5.6% |
| Value | Count | Frequency (%) |
| 0 | 107 | 5.1% |
| 1 | 351 | |
| 2 | 329 | |
| 3 | 267 | |
| 4 | 257 | |
| 5 | 210 | |
| 6 | 158 | |
| 7 | 143 | |
| 8 | 106 | 5.0% |
| 9 | 67 | 3.2% |
| Value | Count | Frequency (%) |
| 18 | 1 | < 0.1% |
| 16 | 2 | 0.1% |
| 15 | 1 | < 0.1% |
| 14 | 5 | 0.2% |
| 13 | 10 | 0.5% |
| 12 | 22 | 1.0% |
| 11 | 28 | 1.3% |
| 10 | 49 | |
| 9 | 67 | |
| 8 | 106 |
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3256034075 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 1611 |
| Zeros (%) | 76.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.7077710075 |
|---|---|
| Coefficient of variation (CV) | 2.173721132 |
| Kurtosis | 30.20305483 |
| Mean | 0.3256034075 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.908034653 |
| Sum | 688 |
| Variance | 0.5009397991 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1611 | |
| 1 | 366 | 17.3% |
| 2 | 108 | 5.1% |
| 3 | 21 | 1.0% |
| 5 | 2 | 0.1% |
| 4 | 2 | 0.1% |
| 10 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1611 | |
| 1 | 366 | 17.3% |
| 2 | 108 | 5.1% |
| 3 | 21 | 1.0% |
| 4 | 2 | 0.1% |
| 5 | 2 | 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 5 | 2 | 0.1% |
| 4 | 2 | 0.1% |
| 3 | 21 | 1.0% |
| 2 | 108 | 5.1% |
| 1 | 366 | 17.3% |
| 0 | 1611 |
histogram_mode
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 88 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 137.4543303 |
| Minimum | 60 |
|---|---|
| Maximum | 187 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 60 |
|---|---|
| 5-th percentile | 111 |
| Q1 | 129 |
| median | 139 |
| Q3 | 148 |
| 95-th percentile | 160 |
| Maximum | 187 |
| Range | 127 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 16.40202551 |
|---|---|
| Coefficient of variation (CV) | 0.1193270919 |
| Kurtosis | 3.013332983 |
| Mean | 137.4543303 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | -0.9974745543 |
| Sum | 290441 |
| Variance | 269.0264408 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 133 | 140 | 6.6% |
| 136 | 89 | 4.2% |
| 150 | 88 | 4.2% |
| 142 | 86 | 4.1% |
| 148 | 79 | 3.7% |
| 144 | 78 | 3.7% |
| 129 | 73 | 3.5% |
| 143 | 70 | 3.3% |
| 125 | 67 | 3.2% |
| 126 | 66 | 3.1% |
| Other values (78) | 1277 |
| Value | Count | Frequency (%) |
| 60 | 6 | |
| 67 | 5 | |
| 69 | 1 | < 0.1% |
| 71 | 1 | < 0.1% |
| 75 | 6 | |
| 76 | 1 | < 0.1% |
| 77 | 1 | < 0.1% |
| 86 | 11 | |
| 88 | 6 | |
| 89 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 187 | 1 | < 0.1% |
| 186 | 6 | |
| 180 | 4 | 0.2% |
| 179 | 1 | < 0.1% |
| 176 | 6 | |
| 170 | 4 | 0.2% |
| 169 | 3 | 0.1% |
| 167 | 8 | |
| 165 | 10 | |
| 164 | 1 | < 0.1% |
histogram_mean
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 103 |
|---|---|
| Distinct (%) | 4.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 134.5996214 |
| Minimum | 73 |
|---|---|
| Maximum | 182 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 73 |
|---|---|
| 5-th percentile | 108 |
| Q1 | 125 |
| median | 136 |
| Q3 | 145 |
| 95-th percentile | 157 |
| Maximum | 182 |
| Range | 109 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 15.61042168 |
|---|---|
| Coefficient of variation (CV) | 0.1159767131 |
| Kurtosis | 0.934831212 |
| Mean | 134.5996214 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | -0.6520677422 |
| Sum | 284409 |
| Variance | 243.685265 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 143 | 65 | 3.1% |
| 144 | 63 | 3.0% |
| 135 | 63 | 3.0% |
| 141 | 61 | 2.9% |
| 140 | 60 | 2.8% |
| 132 | 59 | 2.8% |
| 133 | 58 | 2.7% |
| 147 | 57 | 2.7% |
| 145 | 57 | 2.7% |
| 136 | 57 | 2.7% |
| Other values (93) | 1513 |
| Value | Count | Frequency (%) |
| 73 | 1 | < 0.1% |
| 75 | 1 | < 0.1% |
| 76 | 1 | < 0.1% |
| 78 | 1 | < 0.1% |
| 79 | 1 | < 0.1% |
| 80 | 2 | |
| 81 | 1 | < 0.1% |
| 82 | 2 | |
| 83 | 4 | |
| 84 | 3 |
| Value | Count | Frequency (%) |
| 182 | 1 | |
| 180 | 1 | |
| 178 | 1 | |
| 175 | 1 | |
| 173 | 2 | |
| 172 | 1 | |
| 171 | 2 | |
| 170 | 1 | |
| 169 | 1 | |
| 168 | 1 |
histogram_median
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 95 |
|---|---|
| Distinct (%) | 4.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 138.0894463 |
| Minimum | 77 |
|---|---|
| Maximum | 186 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 77 |
|---|---|
| 5-th percentile | 113 |
| Q1 | 129 |
| median | 139 |
| Q3 | 148 |
| 95-th percentile | 159 |
| Maximum | 186 |
| Range | 109 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 14.47895702 |
|---|---|
| Coefficient of variation (CV) | 0.1048520174 |
| Kurtosis | 0.6724117285 |
| Mean | 138.0894463 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | -0.4799423424 |
| Sum | 291783 |
| Variance | 209.6401963 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 137 | 68 | 3.2% |
| 142 | 68 | 3.2% |
| 146 | 68 | 3.2% |
| 145 | 67 | 3.2% |
| 147 | 64 | 3.0% |
| 141 | 63 | 3.0% |
| 134 | 62 | 2.9% |
| 151 | 62 | 2.9% |
| 149 | 60 | 2.8% |
| 140 | 56 | 2.7% |
| Other values (85) | 1475 |
| Value | Count | Frequency (%) |
| 77 | 1 | |
| 78 | 1 | |
| 79 | 2 | |
| 82 | 1 | |
| 86 | 1 | |
| 87 | 1 | |
| 90 | 1 | |
| 91 | 1 | |
| 92 | 2 | |
| 93 | 1 |
| Value | Count | Frequency (%) |
| 186 | 1 | |
| 183 | 1 | |
| 180 | 1 | |
| 178 | 1 | |
| 177 | 1 | |
| 176 | 2 | |
| 174 | 2 | |
| 172 | 1 | |
| 171 | 1 | |
| 170 | 2 |
histogram_variance
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 133 |
|---|---|
| Distinct (%) | 6.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.90724089 |
| Minimum | 0 |
|---|---|
| Maximum | 269 |
| Zeros | 186 |
| Zeros (%) | 8.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 7 |
| Q3 | 24 |
| 95-th percentile | 76 |
| Maximum | 269 |
| Range | 269 |
| Interquartile range (IQR) | 22 |
Descriptive statistics
| Standard deviation | 29.03876572 |
|---|---|
| Coefficient of variation (CV) | 1.53585422 |
| Kurtosis | 15.0457291 |
| Mean | 18.90724089 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 3.210222163 |
| Sum | 39951 |
| Variance | 843.2499144 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 246 | 11.6% |
| 0 | 186 | 8.8% |
| 2 | 163 | 7.7% |
| 3 | 158 | 7.5% |
| 4 | 106 | 5.0% |
| 5 | 83 | 3.9% |
| 8 | 74 | 3.5% |
| 6 | 65 | 3.1% |
| 7 | 53 | 2.5% |
| 9 | 49 | 2.3% |
| Other values (123) | 930 |
| Value | Count | Frequency (%) |
| 0 | 186 | |
| 1 | 246 | |
| 2 | 163 | |
| 3 | 158 | |
| 4 | 106 | |
| 5 | 83 | 3.9% |
| 6 | 65 | 3.1% |
| 7 | 53 | 2.5% |
| 8 | 74 | 3.5% |
| 9 | 49 | 2.3% |
| Value | Count | Frequency (%) |
| 269 | 1 | |
| 254 | 1 | |
| 250 | 1 | |
| 243 | 1 | |
| 241 | 1 | |
| 215 | 1 | |
| 195 | 1 | |
| 190 | 1 | |
| 182 | 1 | |
| 177 | 1 |
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 124.1 KiB |
| 0.0 | |
|---|---|
| 1.0 | |
| -1.0 |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.078088027 |
| Min length | 3 |
Characters and Unicode
| Total characters | 6504 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 1110 | |
| 1.0 | 838 | |
| -1.0 | 165 | 7.8% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 1110 | |
| 1.0 | 1003 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3223 | |
| . | 2113 | |
| 1 | 1003 | 15.4% |
| - | 165 | 2.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 4226 | |
| Other Punctuation | 2113 | |
| Dash Punctuation | 165 | 2.5% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3223 | |
| 1 | 1003 | 23.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 2113 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 165 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 6504 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3223 | |
| . | 2113 | |
| 1 | 1003 | 15.4% |
| - | 165 | 2.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6504 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3223 | |
| . | 2113 | |
| 1 | 1003 | 15.4% |
| - | 165 | 2.5% |
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 123.9 KiB |
| 1.0 | |
|---|---|
| 2.0 | |
| 3.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 6339 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 1646 | |
| 2.0 | 292 | 13.8% |
| 3.0 | 175 | 8.3% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1.0 | 1646 | |
| 2.0 | 292 | 13.8% |
| 3.0 | 175 | 8.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 2113 | |
| 0 | 2113 | |
| 1 | 1646 | |
| 2 | 292 | 4.6% |
| 3 | 175 | 2.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 4226 | |
| Other Punctuation | 2113 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2113 | |
| 1 | 1646 | |
| 2 | 292 | 6.9% |
| 3 | 175 | 4.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 2113 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 6339 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 2113 | |
| 0 | 2113 | |
| 1 | 1646 | |
| 2 | 292 | 4.6% |
| 3 | 175 | 2.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6339 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 2113 | |
| 0 | 2113 | |
| 1 | 1646 | |
| 2 | 292 | 4.6% |
| 3 | 175 | 2.8% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| df_index | baseline value | accelerations | fetal_movement | uterine_contractions | light_decelerations | severe_decelerations | prolongued_decelerations | abnormal_short_term_variability | mean_value_of_short_term_variability | percentage_of_time_with_abnormal_long_term_variability | mean_value_of_long_term_variability | histogram_width | histogram_min | histogram_max | histogram_number_of_peaks | histogram_number_of_zeroes | histogram_mode | histogram_mean | histogram_median | histogram_variance | histogram_tendency | fetal_health | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 120.0 | 0.000 | 0.0 | 0.000 | 0.000 | 0.0 | 0.000 | 73.0 | 0.5 | 43.0 | 2.4 | 64.0 | 62.0 | 126.0 | 2.0 | 0.0 | 120.0 | 137.0 | 121.0 | 73.0 | 1.0 | 2.0 |
| 1 | 1 | 132.0 | 0.006 | 0.0 | 0.006 | 0.003 | 0.0 | 0.000 | 17.0 | 2.1 | 0.0 | 10.4 | 130.0 | 68.0 | 198.0 | 6.0 | 1.0 | 141.0 | 136.0 | 140.0 | 12.0 | 0.0 | 1.0 |
| 2 | 2 | 133.0 | 0.003 | 0.0 | 0.008 | 0.003 | 0.0 | 0.000 | 16.0 | 2.1 | 0.0 | 13.4 | 130.0 | 68.0 | 198.0 | 5.0 | 1.0 | 141.0 | 135.0 | 138.0 | 13.0 | 0.0 | 1.0 |
| 3 | 3 | 134.0 | 0.003 | 0.0 | 0.008 | 0.003 | 0.0 | 0.000 | 16.0 | 2.4 | 0.0 | 23.0 | 117.0 | 53.0 | 170.0 | 11.0 | 0.0 | 137.0 | 134.0 | 137.0 | 13.0 | 1.0 | 1.0 |
| 4 | 4 | 132.0 | 0.007 | 0.0 | 0.008 | 0.000 | 0.0 | 0.000 | 16.0 | 2.4 | 0.0 | 19.9 | 117.0 | 53.0 | 170.0 | 9.0 | 0.0 | 137.0 | 136.0 | 138.0 | 11.0 | 1.0 | 1.0 |
| 5 | 5 | 134.0 | 0.001 | 0.0 | 0.010 | 0.009 | 0.0 | 0.002 | 26.0 | 5.9 | 0.0 | 0.0 | 150.0 | 50.0 | 200.0 | 5.0 | 3.0 | 76.0 | 107.0 | 107.0 | 170.0 | 0.0 | 3.0 |
| 6 | 6 | 134.0 | 0.001 | 0.0 | 0.013 | 0.008 | 0.0 | 0.003 | 29.0 | 6.3 | 0.0 | 0.0 | 150.0 | 50.0 | 200.0 | 6.0 | 3.0 | 71.0 | 107.0 | 106.0 | 215.0 | 0.0 | 3.0 |
| 7 | 7 | 122.0 | 0.000 | 0.0 | 0.000 | 0.000 | 0.0 | 0.000 | 83.0 | 0.5 | 6.0 | 15.6 | 68.0 | 62.0 | 130.0 | 0.0 | 0.0 | 122.0 | 122.0 | 123.0 | 3.0 | 1.0 | 3.0 |
| 8 | 8 | 122.0 | 0.000 | 0.0 | 0.002 | 0.000 | 0.0 | 0.000 | 84.0 | 0.5 | 5.0 | 13.6 | 68.0 | 62.0 | 130.0 | 0.0 | 0.0 | 122.0 | 122.0 | 123.0 | 3.0 | 1.0 | 3.0 |
| 9 | 9 | 122.0 | 0.000 | 0.0 | 0.003 | 0.000 | 0.0 | 0.000 | 86.0 | 0.3 | 6.0 | 10.6 | 68.0 | 62.0 | 130.0 | 1.0 | 0.0 | 122.0 | 122.0 | 123.0 | 1.0 | 1.0 | 3.0 |
Last rows
| df_index | baseline value | accelerations | fetal_movement | uterine_contractions | light_decelerations | severe_decelerations | prolongued_decelerations | abnormal_short_term_variability | mean_value_of_short_term_variability | percentage_of_time_with_abnormal_long_term_variability | mean_value_of_long_term_variability | histogram_width | histogram_min | histogram_max | histogram_number_of_peaks | histogram_number_of_zeroes | histogram_mode | histogram_mean | histogram_median | histogram_variance | histogram_tendency | fetal_health | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2103 | 2116 | 140.0 | 0.004 | 0.000 | 0.004 | 0.000 | 0.0 | 0.0 | 80.0 | 0.2 | 36.0 | 2.2 | 18.0 | 140.0 | 158.0 | 1.0 | 0.0 | 147.0 | 148.0 | 149.0 | 1.0 | 0.0 | 1.0 |
| 2104 | 2117 | 140.0 | 0.000 | 0.000 | 0.008 | 0.000 | 0.0 | 0.0 | 79.0 | 0.3 | 20.0 | 8.5 | 26.0 | 124.0 | 150.0 | 1.0 | 0.0 | 144.0 | 143.0 | 145.0 | 1.0 | 1.0 | 1.0 |
| 2105 | 2118 | 140.0 | 0.000 | 0.000 | 0.006 | 0.001 | 0.0 | 0.0 | 79.0 | 0.5 | 26.0 | 7.0 | 21.0 | 129.0 | 150.0 | 1.0 | 0.0 | 145.0 | 142.0 | 145.0 | 2.0 | 1.0 | 1.0 |
| 2106 | 2119 | 140.0 | 0.000 | 0.000 | 0.007 | 0.001 | 0.0 | 0.0 | 79.0 | 0.6 | 27.0 | 6.4 | 26.0 | 124.0 | 150.0 | 1.0 | 0.0 | 144.0 | 141.0 | 145.0 | 1.0 | 1.0 | 1.0 |
| 2107 | 2120 | 140.0 | 0.000 | 0.000 | 0.005 | 0.001 | 0.0 | 0.0 | 77.0 | 0.7 | 17.0 | 6.0 | 31.0 | 124.0 | 155.0 | 2.0 | 0.0 | 145.0 | 143.0 | 145.0 | 2.0 | 0.0 | 1.0 |
| 2108 | 2121 | 140.0 | 0.000 | 0.000 | 0.007 | 0.000 | 0.0 | 0.0 | 79.0 | 0.2 | 25.0 | 7.2 | 40.0 | 137.0 | 177.0 | 4.0 | 0.0 | 153.0 | 150.0 | 152.0 | 2.0 | 0.0 | 2.0 |
| 2109 | 2122 | 140.0 | 0.001 | 0.000 | 0.007 | 0.000 | 0.0 | 0.0 | 78.0 | 0.4 | 22.0 | 7.1 | 66.0 | 103.0 | 169.0 | 6.0 | 0.0 | 152.0 | 148.0 | 151.0 | 3.0 | 1.0 | 2.0 |
| 2110 | 2123 | 140.0 | 0.001 | 0.000 | 0.007 | 0.000 | 0.0 | 0.0 | 79.0 | 0.4 | 20.0 | 6.1 | 67.0 | 103.0 | 170.0 | 5.0 | 0.0 | 153.0 | 148.0 | 152.0 | 4.0 | 1.0 | 2.0 |
| 2111 | 2124 | 140.0 | 0.001 | 0.000 | 0.006 | 0.000 | 0.0 | 0.0 | 78.0 | 0.4 | 27.0 | 7.0 | 66.0 | 103.0 | 169.0 | 6.0 | 0.0 | 152.0 | 147.0 | 151.0 | 4.0 | 1.0 | 2.0 |
| 2112 | 2125 | 142.0 | 0.002 | 0.002 | 0.008 | 0.000 | 0.0 | 0.0 | 74.0 | 0.4 | 36.0 | 5.0 | 42.0 | 117.0 | 159.0 | 2.0 | 1.0 | 145.0 | 143.0 | 145.0 | 1.0 | 0.0 | 1.0 |